{"id":"W4235220060","doi":"10.1016/j.ijrobp.2008.06.1162","title":"Dosimetric Impact and Theoretical Clinical Benefits of Fiducial Markers for Dose Escalated Prostate Cancer Radiation Treatment","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Nuclear medicine; Fiducial marker; Prostate cancer; Radiation therapy; Rectum; Image-guided radiation therapy; Prostate; Radiation treatment planning; Radiology; Cancer; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279752,0.0007728187,0.0003845816,0.0008626021,0.00048489,0.001999593,0.0009708548,0.001272419,0.002334845],"category_scores_gemma":[0.02076169,0.0005494095,0.0007481273,0.0007230862,0.001091041,0.001178719,0.001442349,0.0007521007,0.0003586115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099217,"about_ca_system_score_gemma":0.000521391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628014,"about_ca_topic_score_gemma":0.0006369177,"domain_scores_codex":[0.9981595,0.0009953764,0.00007422204,0.0001206497,0.0005433358,0.0001069466],"domain_scores_gemma":[0.9950482,0.003715494,0.0004362815,0.0004299491,0.0002999706,0.0000700039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004419452,0.0002726962,0.0268114,0.0009072893,0.0002570333,0.0005105851,0.000287405,0.6577283,0.05830141,0.06576646,0.001518134,0.1832198],"study_design_scores_gemma":[0.0006003543,0.003248709,0.05836798,0.0004544059,0.001699797,0.00375097,0.0004968315,0.7003092,0.147715,0.06973637,0.013387,0.0002332708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6361424,0.04339119,0.2695263,0.01029015,0.0006783456,0.0002120715,0.0007558804,0.0009467895,0.03805686],"genre_scores_gemma":[0.9890572,0.0009365146,0.009120014,0.0001217705,0.00005109313,0.00002002785,0.00007024957,0.00007665761,0.0005465322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002334845,"threshold_uncertainty_score":0.01205665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245114422099253,"score_gpt":0.3871769395035763,"score_spread":0.3647257952825838,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}